* We apologize if you receive multiple copies of this CfP *

* For the online version of this Call, visit: https://iui.acm.org/2024/call_for_papers.html *

 

ACM IUI 2024: 29th International ACM Conference on Intelligent User Interfaces

Greenville, South Carolina, USA

March 18-21, 2024 

 

ACM Conference on Intelligent User Interfaces (ACM IUI) 2024 is the 29th annual premiere venue, where researchers and practitioners meet and discuss state-of-the-art advances at the intersection of Artificial Intelligence (AI) and Human-Computer Interaction (HCI). Ideal IUI submissions should address practical HCI challenges using machine intelligence and discuss both computational and human-centric aspects of such methodologies, techniques and systems.

 

In addition to traditional IUI themes, we add this year a new theme of Large Language Models (LLMS) for the people. As LLMs become more powerful and more accessible, end users can interact with them in various ways and a wide variety of new applications become feasible. This raises new research questions regarding the interaction between users and generative AI models, including the design of new interactions and intelligent systems, when to trust systems powered with LLMs, fairness in LLMs, studying the effect of such models on people’s work and aligning user expectations with model capabilities.

As always, contributions to IUI are expected to be supported by rigorous evidence appropriate to the claims (e.g., user study, system evaluation, computational analysis). Contributions are welcome from all relevant arenas, including academia, industry, government, and non-profit organizations. We strongly believe that diverse insights are critical to the vitality of the IUI community and the conference will accept papers for both long and short oral presentations.

 

 

** Topics ** 

 

IUI topics of interest include, but are not limited to:

 

- Usable Large Language Models and Generative AI

* End-user interaction with LLMs and Multimodal models (e.g., chatbots, image generation)

* LLMs in the workplace

* Trustworthy LLMs

* Bias in LLMs

* The effects of LLMs use on creative tasks

* Personalized user interaction with LLMs

* Prompt Engineering

* User control and steering of LLMs (e.g. RLHF)

 

 

- Human-centered AI methods, approaches, and systems

* Explainable AI methods

* Democratization of AI

* Persuasive technologies in IUI

* Privacy and security of IUI

* Knowledge-based approaches to user interface design and generation

* User modelling for intelligent interfaces

* User-adaptive interaction and personalization

* IUI for crowd computing and human computation

 

 

- Computational innovation

* Interactive machine learning

* Human-in-the loop AI testing and debugging

* Human-centered recommendation and recommender systems

* Human-in-the-loop reinforcement learning

* Intelligent user interfaces for generative AI

 

 

- Innovative User Interfaces

* Affective interfaces

* Intelligent aesthetic interfaces

* Intelligent collaborative interfaces

* Intelligent AR/VR interfaces

* Intelligent visualization and visual analytics

* Intelligent wearable and mobile interfaces

* Intelligent tangible interfaces

 

 

- Intelligent Multimodal Systems

* Embodied agents

* Multimodal AI assistants

* Intelligent multimodal interfaces

 

 

- Evaluations of Intelligent User Interfaces

* User experiments and studies

* Reproducibility (including benchmarks, datasets, and challenges)

* Meta-analysis

* Mixed-methods evaluations

 

 

- Applications IUI

* Education and learning-related technologies

* Healthcare and wellbeing

* Automotive

* Assistive technologies

* Entertainment

* Workplace happiness

* Social media

* Information retrieval

* Internet of things (IoT)

* Smart cities

* Generative AI

 

 

** Papers **

 

We invite original paper submissions that are not under consideration elsewhere. This year, there is no page limit on the papers (however, we strongly encourage authors to not exceed 10,000 words) and no formal distinction between long and short papers will be made. However, we expect the paper length to be commensurate with the scientific values and contribution of the work. Authors of papers that exceed 12,000 words should add a note at the end of their manuscript explaining how the length of the paper is commensurate with the contribution of the work.

 

Accepted papers will appear in the ACM Digital Library and citation indices. A selected set of accepted top quality full papers will be invited to submit their extended versions for publication in an ACM Transactions on Interactive Intelligent Systems (TiiS) special issue titled "Highlights of IUI 2024" that will appear in 2025.

 

All accepted papers will be invited for oral presentation as part of the main conference program. Additionally, all authors of accepted papers are invited to present a poster of their work during the poster session.

 

 

** Highlights of this year **

 

We also encourage authors to discuss potential ethical considerations of their work; aspects pertaining to current societal issues; diversity, inclusion, and equality; and other topics under the broad responsible AI topic.

 

Reflection of practical and societal impact

 

 

 

 

 

** Submission instructions **

 

Important dates

 

Platform

 

 

 

 

Anonymization

 

 

 

 

Accessibility

 

 

 

 

 

Submission format and length

 

 

 

 

Supplemental materials

 

 

 

Additional Policies

 

 

Program Chairs

* Dorota Glowacka, University of Helsinki

* Denis Parra, PUC Chile

* Ofra Amir, Technion - Israel Institute of Technology



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